“Bloody hell,” muttered Finn, his Irish brogue thick with fury as he slammed the newspaper onto the bar. *“A pale imitation of traditional fare.”* His own mother’s recipes, denigrated. He felt a throbbing pulse in his temples.

He poured himself a hefty whiskey, the amber liquid sloshing over the rim of the glass. The usually inviting aroma of the pub, of warm beer and brewing stew, now seemed like a taunt. The room was empty.

He saw his reflection in the mirror: flushed face, eyes narrowed. It was all a lie, every single word. The critic didn't know anything about good food.

He threw the glass against the wall, smashing it to a thousand pieces.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210